• DocumentCode
    3514154
  • Title

    Success ratio sequential test plan using development test data

  • Author

    Li, Jin ; Shen, Lijuan ; Zhao, Lei

  • Author_Institution
    Dept. of Syst. Eng., Beihang Univ., Beijing, China
  • fYear
    2009
  • fDate
    20-24 July 2009
  • Firstpage
    370
  • Lastpage
    373
  • Abstract
    Success ratio sequential sampling plan is a common test plan for reliability compliance test. The standard sampling inspection used in practical project for reliability compliance test is difficult for application due to the cost and total sample size, especially for complex systems. While the test data acquired in product development phase is abundant. Thus using these data in reliability compliance test can reduce sample size and cost. This paper adopted a method called success ratio sequential sampling plan, which transformed the data acquired in product development phase to the equivalent actual data using ldquosimilarity coefficientrdquo, and integrated the equivalent actual data to the real compliance test data using Bayesian statistical formula. A simulation revealed that the data acquired in product development phase could be effectively used and the sequential compliance test sample size could be reduced compared with the traditional compliance test.
  • Keywords
    Bayes methods; conformance testing; inspection; large-scale systems; maintenance engineering; product development; reliability; sampling methods; Bayesian statistical formula; complex system; maintenance engineering; product development test data; reliability compliance test; similarity coefficient; standard sampling inspection; success ratio sequential sampling plan; success ratio sequential test plan; Bayesian methods; Costs; Data engineering; Inspection; Product development; Reliability engineering; Sampling methods; Sequential analysis; System testing; Systems engineering and theory; Development test data; Reliability compliance test; Sequential test; Success ratio;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Reliability, Maintainability and Safety, 2009. ICRMS 2009. 8th International Conference on
  • Conference_Location
    Chengdu
  • Print_ISBN
    978-1-4244-4903-3
  • Electronic_ISBN
    978-1-4244-4905-7
  • Type

    conf

  • DOI
    10.1109/ICRMS.2009.5270171
  • Filename
    5270171